Overview

Brought to you by YData

Dataset statistics

Number of variables	21
Number of observations	45584
Missing cells	9131
Missing cells (%)	1.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	34.0 MiB
Average record size in memory	781.6 B

Variable types

Text	4
Numeric	8
Categorical	8
Boolean	1

Alerts

`Delivery_location_latitude` is highly overall correlated with `Restaurant_latitude`	High correlation
`Delivery_location_longitude` is highly overall correlated with `Restaurant_longitude`	High correlation
`Delivery_person_Age` is highly overall correlated with `Vehicle_condition`	High correlation
`Delivery_person_Ratings` is highly overall correlated with `Vehicle_condition`	High correlation
`Restaurant_latitude` is highly overall correlated with `Delivery_location_latitude`	High correlation
`Restaurant_longitude` is highly overall correlated with `Delivery_location_longitude`	High correlation
`Vehicle_condition` is highly overall correlated with `Delivery_person_Age` and 1 other fields	High correlation
`Festival` is highly imbalanced (86.0%)	Imbalance
`Delivery_person_Age` has 1854 (4.1%) missing values	Missing
`Delivery_person_Ratings` has 1908 (4.2%) missing values	Missing
`Time_Orderd` has 1731 (3.8%) missing values	Missing
`Weather_conditions` has 616 (1.4%) missing values	Missing
`Road_traffic_density` has 601 (1.3%) missing values	Missing
`multiple_deliveries` has 993 (2.2%) missing values	Missing
`City` has 1200 (2.6%) missing values	Missing
`ID` has unique values	Unique
`Restaurant_latitude` has 3640 (8.0%) zeros	Zeros
`Restaurant_longitude` has 3640 (8.0%) zeros	Zeros

Reproduction

Analysis started	2025-08-12 17:39:26.072027
Analysis finished	2025-08-12 17:39:32.328439
Duration	6.26 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

ID
Text

Unique

Distinct	45584
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.7 MiB

Length

Max length	6
Median length	6
Mean length	5.9457704
Min length	5

Characters and Unicode

Total characters	271032
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45584 ?
Unique (%)	100.0%

Sample

1st row	0xcdcd
2nd row	0xd987
3rd row	0x2784
4th row	0xc8b6
5th row	0xdb64

Value	Count	Frequency (%)
0xcdcd	1	< 0.1%
0xc1ff	1	< 0.1%
0xbff	1	< 0.1%
0x36b8	1	< 0.1%
0x2784	1	< 0.1%
0xc8b6	1	< 0.1%
0xdb64	1	< 0.1%
0x3af3	1	< 0.1%
0x3aab	1	< 0.1%
0x689b	1	< 0.1%
Other values (45574)	45574	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	54117	20.0%
x	45584	16.8%
b	11990	4.4%
4	11887	4.4%
7	11882	4.4%
6	11871	4.4%
a	11862	4.4%
1	11822	4.4%
c	11816	4.4%
8	11812	4.4%
Other values (7)	76389	28.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	160481	59.2%
Lowercase Letter	110551	40.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	54117	33.7%
4	11887	7.4%
7	11882	7.4%
6	11871	7.4%
1	11822	7.4%
8	11812	7.4%
5	11811	7.4%
2	11809	7.4%
9	11783	7.3%
3	11687	7.3%

Lowercase Letter

Value	Count	Frequency (%)
x	45584	41.2%
b	11990	10.8%
a	11862	10.7%
c	11816	10.7%
d	11794	10.7%
e	8989	8.1%
f	8516	7.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	160481	59.2%
Latin	110551	40.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	54117	33.7%
4	11887	7.4%
7	11882	7.4%
6	11871	7.4%
1	11822	7.4%
8	11812	7.4%
5	11811	7.4%
2	11809	7.4%
9	11783	7.3%
3	11687	7.3%

Latin

Value	Count	Frequency (%)
x	45584	41.2%
b	11990	10.8%
a	11862	10.7%
c	11816	10.7%
d	11794	10.7%
e	8989	8.1%
f	8516	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	271032	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	54117	20.0%
x	45584	16.8%
b	11990	4.4%
4	11887	4.4%
7	11882	4.4%
6	11871	4.4%
a	11862	4.4%
1	11822	4.4%
c	11816	4.4%
8	11812	4.4%
Other values (7)	76389	28.2%

Delivery_person_ID
Text

Distinct	1320
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	17
Median length	13
Mean length	13.710293
Min length	13

Characters and Unicode

Total characters	624970
Distinct characters	30
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	DEHRES17DEL01
2nd row	KOCRES16DEL01
3rd row	PUNERES13DEL03
4th row	LUDHRES15DEL02
5th row	KNPRES14DEL02

Value	Count	Frequency (%)
japres11del02	67	0.1%
puneres01del01	67	0.1%
vadres11del02	66	0.1%
vadres08del02	66	0.1%
japres03del01	66	0.1%
ranchires02del01	66	0.1%
hydres04del02	66	0.1%
indores15del01	65	0.1%
bangres07del02	65	0.1%
bangres03del01	65	0.1%
Other values (1310)	44925	98.6%

Most occurring characters

Value	Count	Frequency (%)
E	98181	15.7%
0	72931	11.7%
D	56582	9.1%
R	53465	8.6%
S	51941	8.3%
L	47782	7.6%
1	43735	7.0%
2	23295	3.7%
3	17332	2.8%
N	16595	2.7%
Other values (20)	143131	22.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	440366	70.5%
Decimal Number	184604	29.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	98181	22.3%
D	56582	12.8%
R	53465	12.1%
S	51941	11.8%
L	47782	10.9%
N	16595	3.8%
A	15945	3.6%
M	12685	2.9%
H	12477	2.8%
U	10953	2.5%
Other values (10)	63760	14.5%

Decimal Number

Value	Count	Frequency (%)
0	72931	39.5%
1	43735	23.7%
2	23295	12.6%
3	17332	9.4%
5	4572	2.5%
6	4568	2.5%
7	4563	2.5%
4	4557	2.5%
9	4550	2.5%
8	4501	2.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	440366	70.5%
Common	184604	29.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	98181	22.3%
D	56582	12.8%
R	53465	12.1%
S	51941	11.8%
L	47782	10.9%
N	16595	3.8%
A	15945	3.6%
M	12685	2.9%
H	12477	2.8%
U	10953	2.5%
Other values (10)	63760	14.5%

Common

Value	Count	Frequency (%)
0	72931	39.5%
1	43735	23.7%
2	23295	12.6%
3	17332	9.4%
5	4572	2.5%
6	4568	2.5%
7	4563	2.5%
4	4557	2.5%
9	4550	2.5%
8	4501	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	624970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	98181	15.7%
0	72931	11.7%
D	56582	9.1%
R	53465	8.6%
S	51941	8.3%
L	47782	7.6%
1	43735	7.0%
2	23295	3.7%
3	17332	2.8%
N	16595	2.7%
Other values (20)	143131	22.9%

Delivery_person_Age
Real number (ℝ)

High correlation Missing

Distinct	22
Distinct (%)	0.1%
Missing	1854
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	29.566911

Minimum	15
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	356.3 KiB

Quantile statistics

Minimum	15
5-th percentile	21
Q1	25
median	30
Q3	35
95-th percentile	39
Maximum	50
Range	35
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	5.8150639
Coefficient of variation (CV)	0.19667472
Kurtosis	-1.058167
Mean	29.566911
Median Absolute Deviation (MAD)	5
Skewness	0.018771873
Sum	1292961
Variance	33.814968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
35	2261	5.0%
36	2260	5.0%
30	2226	4.9%
37	2226	4.9%
38	2218	4.9%
24	2210	4.8%
32	2201	4.8%
22	2194	4.8%
29	2191	4.8%
33	2186	4.8%
Other values (12)	21557	47.3%

Value	Count	Frequency (%)
15	38	0.1%
20	2136	4.7%
21	2153	4.7%
22	2194	4.8%
23	2086	4.6%
24	2210	4.8%
25	2174	4.8%
26	2159	4.7%
27	2150	4.7%
28	2179	4.8%

Value	Count	Frequency (%)
50	53	0.1%
39	2144	4.7%
38	2218	4.9%
37	2226	4.9%
36	2260	5.0%
35	2261	5.0%
34	2165	4.7%
33	2186	4.8%
32	2201	4.8%
31	2120	4.7%

Delivery_person_Ratings
Real number (ℝ)

High correlation Missing

Distinct	28
Distinct (%)	0.1%
Missing	1908
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.6337737

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	356.3 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	4.5
median	4.7
Q3	4.9
95-th percentile	5
Maximum	6
Range	5
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.33474372
Coefficient of variation (CV)	0.07223998
Kurtosis	15.668238
Mean	4.6337737
Median Absolute Deviation (MAD)	0.2
Skewness	-2.4934025
Sum	202384.7
Variance	0.11205336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
4.8	7146	15.7%
4.7	7140	15.7%
4.9	7040	15.4%
4.6	6938	15.2%
5	3996	8.8%
4.5	3302	7.2%
4.1	1430	3.1%
4.2	1418	3.1%
4.3	1409	3.1%
4.4	1360	3.0%
Other values (18)	2497	5.5%
(Missing)	1908	4.2%

Value	Count	Frequency (%)
1	38	0.1%
2.5	20	< 0.1%
2.6	22	< 0.1%
2.7	22	< 0.1%
2.8	19	< 0.1%
2.9	19	< 0.1%
3	6	< 0.1%
3.1	29	0.1%
3.2	29	0.1%
3.3	25	0.1%

Value	Count	Frequency (%)
6	53	0.1%
5	3996	8.8%
4.9	7040	15.4%
4.8	7146	15.7%
4.7	7140	15.7%
4.6	6938	15.2%
4.5	3302	7.2%
4.4	1360	3.0%
4.3	1409	3.1%
4.2	1418	3.1%

Restaurant_latitude
Real number (ℝ)

High correlation Zeros

Distinct	657
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.017948

Minimum	-30.905562
Maximum	30.914057
Zeros	3640
Zeros (%)	8.0%
Negative	431
Negative (%)	0.9%
Memory size	356.3 KiB

Quantile statistics

Minimum	-30.905562
5-th percentile	0
Q1	12.933284
median	18.55144
Q3	22.728163
95-th percentile	26.913987
Maximum	30.914057
Range	61.819619
Interquartile range (IQR)	9.794879

Descriptive statistics

Standard deviation	8.1856738
Coefficient of variation (CV)	0.48100239
Kurtosis	3.7133088
Mean	17.017948
Median Absolute Deviation (MAD)	5.487259
Skewness	-1.3616475
Sum	775746.16
Variance	67.005255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3640	8.0%
26.911378	182	0.4%
26.914142	180	0.4%
26.902908	176	0.4%
26.90294	176	0.4%
26.892312	176	0.4%
26.88842	174	0.4%
26.913726	173	0.4%
26.905287	173	0.4%
22.308096	172	0.4%
Other values (647)	40362	88.5%

Value	Count	Frequency (%)
-30.905562	1	< 0.1%
-30.902872	2	< 0.1%
-30.899584	3	< 0.1%
-30.895817	3	< 0.1%
-30.893384	1	< 0.1%
-30.893244	1	< 0.1%
-30.892978	1	< 0.1%
-30.890184	1	< 0.1%
-30.885915	1	< 0.1%
-30.885814	1	< 0.1%

Value	Count	Frequency (%)
30.914057	42	0.1%
30.905562	37	0.1%
30.902872	32	0.1%
30.899992	38	0.1%
30.899584	41	0.1%
30.895817	36	0.1%
30.895204	41	0.1%
30.893384	38	0.1%
30.893244	38	0.1%
30.893234	39	0.1%

Restaurant_longitude
Real number (ℝ)

High correlation Zeros

Distinct	518
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.229684

Minimum	-88.366217
Maximum	88.433452
Zeros	3640
Zeros (%)	8.0%
Negative	162
Negative (%)	0.4%
Memory size	356.3 KiB

Quantile statistics

Minimum	-88.366217
5-th percentile	0
Q1	73.17
median	75.897963
Q3	78.044095
95-th percentile	85.325347
Maximum	88.433452
Range	176.79967
Interquartile range (IQR)	4.874095

Descriptive statistics

Standard deviation	22.885575
Coefficient of variation (CV)	0.32586755
Kurtosis	10.300249
Mean	70.229684
Median Absolute Deviation (MAD)	2.162258
Skewness	-3.2197783
Sum	3201349.9
Variance	523.74954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3640	8.0%
75.789034	182	0.4%
75.805704	181	0.4%
75.793007	177	0.4%
75.806896	176	0.4%
75.792934	176	0.4%
75.75282	174	0.4%
75.800689	174	0.4%
75.794592	173	0.4%
73.167753	173	0.4%
Other values (508)	40358	88.5%

Value	Count	Frequency (%)
-88.366217	1	< 0.1%
-88.352885	1	< 0.1%
-88.349843	1	< 0.1%
-88.322337	1	< 0.1%
-85.33982	1	< 0.1%
-85.335486	1	< 0.1%
-85.325731	3	< 0.1%
-85.325447	2	< 0.1%
-85.325146	1	< 0.1%
-85.3172	1	< 0.1%

Value	Count	Frequency (%)
88.433452	35	0.1%
88.433187	36	0.1%
88.400581	34	0.1%
88.400467	33	0.1%
88.39331	36	0.1%
88.393294	38	0.1%
88.368628	35	0.1%
88.36783	33	0.1%
88.366217	33	0.1%
88.365507	37	0.1%

Delivery_location_latitude
Real number (ℝ)

High correlation

Distinct	4373
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.46548

Minimum	0.01
Maximum	31.054057
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	356.3 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.07
Q1	12.988453
median	18.633934
Q3	22.785049
95-th percentile	27.023726
Maximum	31.054057
Range	31.044057
Interquartile range (IQR)	9.796596

Descriptive statistics

Standard deviation	7.3355617
Coefficient of variation (CV)	0.42000344
Kurtosis	0.26427763
Mean	17.46548
Median Absolute Deviation (MAD)	5.4788475
Skewness	-0.70118297
Sum	796146.43
Variance	53.810465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.13	341	0.7%
0.02	337	0.7%
0.09	336	0.7%
0.06	336	0.7%
0.07	335	0.7%
0.04	335	0.7%
0.05	328	0.7%
0.11	328	0.7%
0.01	327	0.7%
0.08	324	0.7%
Other values (4363)	42257	92.7%

Value	Count	Frequency (%)
0.01	327	0.7%
0.02	337	0.7%
0.03	313	0.7%
0.04	335	0.7%
0.05	328	0.7%
0.06	336	0.7%
0.07	335	0.7%
0.08	324	0.7%
0.09	336	0.7%
0.11	328	0.7%

Value	Count	Frequency (%)
31.054057	3	< 0.1%
31.045562	4	< 0.1%
31.044057	4	< 0.1%
31.042872	2	< 0.1%
31.039992	3	< 0.1%
31.039584	4	< 0.1%
31.035817	4	< 0.1%
31.035562	3	< 0.1%
31.035204	4	< 0.1%
31.033384	4	< 0.1%

Delivery_location_longitude
Real number (ℝ)

High correlation

Distinct	4373
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.844161

Minimum	0.01
Maximum	88.563452
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	356.3 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.07
Q1	73.28
median	76.002574
Q3	78.107044
95-th percentile	85.375486
Maximum	88.563452
Range	88.553452
Interquartile range (IQR)	4.827044

Descriptive statistics

Standard deviation	21.120578
Coefficient of variation (CV)	0.2981273
Kurtosis	7.1021951
Mean	70.844161
Median Absolute Deviation (MAD)	2.196673
Skewness	-2.956022
Sum	3229360.2
Variance	446.07883
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.13	341	0.7%
0.02	337	0.7%
0.09	336	0.7%
0.06	336	0.7%
0.07	335	0.7%
0.04	335	0.7%
0.05	328	0.7%
0.11	328	0.7%
0.01	327	0.7%
0.08	324	0.7%
Other values (4363)	42257	92.7%

Value	Count	Frequency (%)
0.01	327	0.7%
0.02	337	0.7%
0.03	313	0.7%
0.04	335	0.7%
0.05	328	0.7%
0.06	336	0.7%
0.07	335	0.7%
0.08	324	0.7%
0.09	336	0.7%
0.11	328	0.7%

Value	Count	Frequency (%)
88.563452	2	< 0.1%
88.563187	4	< 0.1%
88.543452	3	< 0.1%
88.543187	4	< 0.1%
88.530581	4	< 0.1%
88.530467	3	< 0.1%
88.523452	4	< 0.1%
88.52331	4	< 0.1%
88.523294	2	< 0.1%
88.523187	2	< 0.1%

Order_Date
Categorical

Distinct	44
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

15-03-2022	1192
03-04-2022	1178
13-03-2022	1169
26-03-2022	1165
24-03-2022	1162
Other values (39)	39718

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	455840
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	12-02-2022
2nd row	13-02-2022
3rd row	04-03-2022
4th row	13-02-2022
5th row	14-02-2022

Common Values

Value	Count	Frequency (%)
15-03-2022	1192	2.6%
03-04-2022	1178	2.6%
13-03-2022	1169	2.6%
26-03-2022	1165	2.6%
24-03-2022	1162	2.5%
09-03-2022	1159	2.5%
05-04-2022	1156	2.5%
05-03-2022	1154	2.5%
07-03-2022	1153	2.5%
03-03-2022	1150	2.5%
Other values (34)	33946	74.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
15-03-2022	1192	2.6%
03-04-2022	1178	2.6%
13-03-2022	1169	2.6%
26-03-2022	1165	2.6%
24-03-2022	1162	2.5%
09-03-2022	1159	2.5%
05-04-2022	1156	2.5%
05-03-2022	1154	2.5%
07-03-2022	1153	2.5%
03-03-2022	1150	2.5%
Other values (34)	33946	74.5%

Most occurring characters

Value	Count	Frequency (%)
2	157314	34.5%
0	110357	24.2%
-	91168	20.0%
3	39507	8.7%
1	24436	5.4%
4	11268	2.5%
5	5421	1.2%
6	4968	1.1%
7	4191	0.9%
8	3926	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	364672	80.0%
Dash Punctuation	91168	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	157314	43.1%
0	110357	30.3%
3	39507	10.8%
1	24436	6.7%
4	11268	3.1%
5	5421	1.5%
6	4968	1.4%
7	4191	1.1%
8	3926	1.1%
9	3284	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	91168	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	455840	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	157314	34.5%
0	110357	24.2%
-	91168	20.0%
3	39507	8.7%
1	24436	5.4%
4	11268	2.5%
5	5421	1.2%
6	4968	1.1%
7	4191	0.9%
8	3926	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	455840	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	157314	34.5%
0	110357	24.2%
-	91168	20.0%
3	39507	8.7%
1	24436	5.4%
4	11268	2.5%
5	5421	1.2%
6	4968	1.1%
7	4191	0.9%
8	3926	0.9%

Time_Orderd
Text

Missing

Distinct	176
Distinct (%)	0.4%
Missing	1731
Missing (%)	3.8%
Memory size	2.7 MiB

Length

Max length	11
Median length	5
Mean length	5.1861446
Min length	1

Characters and Unicode

Total characters	227428
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	21:55
2nd row	14:55
3rd row	17:30
4th row	9:20
5th row	19:50

Value	Count	Frequency (%)
21:55	461	1.1%
17:55	456	1.0%
0.833333333	449	1.0%
22:20	448	1.0%
21:35	446	1.0%
19:50	444	1.0%
21:15	442	1.0%
22:45	438	1.0%
21:20	437	1.0%
18:35	436	1.0%
Other values (166)	39396	89.8%

Most occurring characters

Value	Count	Frequency (%)
:	39785	17.5%
1	34999	15.4%
5	30724	13.5%
2	29555	13.0%
0	29411	12.9%
3	21168	9.3%
4	9221	4.1%
8	7507	3.3%
6	7371	3.2%
9	7189	3.2%
Other values (2)	10498	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	184005	80.9%
Other Punctuation	43423	19.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	34999	19.0%
5	30724	16.7%
2	29555	16.1%
0	29411	16.0%
3	21168	11.5%
4	9221	5.0%
8	7507	4.1%
6	7371	4.0%
9	7189	3.9%
7	6860	3.7%

Other Punctuation

Value	Count	Frequency (%)
:	39785	91.6%
.	3638	8.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	227428	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	39785	17.5%
1	34999	15.4%
5	30724	13.5%
2	29555	13.0%
0	29411	12.9%
3	21168	9.3%
4	9221	4.1%
8	7507	3.3%
6	7371	3.2%
9	7189	3.2%
Other values (2)	10498	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	227428	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	39785	17.5%
1	34999	15.4%
5	30724	13.5%
2	29555	13.0%
0	29411	12.9%
3	21168	9.3%
4	9221	4.1%
8	7507	3.3%
6	7371	3.2%
9	7189	3.2%
Other values (2)	10498	4.6%

Time_Order_picked
Text

Distinct	193
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	2.7 MiB

Length

Max length	11
Median length	5
Mean length	5.2389216
Min length	1

Characters and Unicode

Total characters	238811
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	22:10
2nd row	15:05
3rd row	17:40
4th row	9:30
5th row	20:05

Value	Count	Frequency (%)
21:30	495	1.1%
22:50	474	1.0%
22:40	458	1.0%
18:40	457	1.0%
17:55	456	1.0%
21:45	456	1.0%
22:25	455	1.0%
18:05	454	1.0%
23:50	453	1.0%
20:50	453	1.0%
Other values (183)	40973	89.9%

Most occurring characters

Value	Count	Frequency (%)
:	42337	17.7%
5	34602	14.5%
0	33947	14.2%
1	33302	13.9%
2	30426	12.7%
3	21418	9.0%
4	10316	4.3%
6	7687	3.2%
8	7435	3.1%
9	7338	3.1%
Other values (2)	10003	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	192787	80.7%
Other Punctuation	46024	19.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	34602	17.9%
0	33947	17.6%
1	33302	17.3%
2	30426	15.8%
3	21418	11.1%
4	10316	5.4%
6	7687	4.0%
8	7435	3.9%
9	7338	3.8%
7	6316	3.3%

Other Punctuation

Value	Count	Frequency (%)
:	42337	92.0%
.	3687	8.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	238811	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	42337	17.7%
5	34602	14.5%
0	33947	14.2%
1	33302	13.9%
2	30426	12.7%
3	21418	9.0%
4	10316	4.3%
6	7687	3.2%
8	7435	3.1%
9	7338	3.1%
Other values (2)	10003	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	238811	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	42337	17.7%
5	34602	14.5%
0	33947	14.2%
1	33302	13.9%
2	30426	12.7%
3	21418	9.0%
4	10316	4.3%
6	7687	3.2%
8	7435	3.1%
9	7338	3.1%
Other values (2)	10003	4.2%

Weather_conditions
Categorical

Missing

Distinct	6
Distinct (%)	< 0.1%
Missing	616
Missing (%)	1.4%
Memory size	2.7 MiB

Fog	7653
Stormy	7584
Cloudy	7533
Sandstorms	7494
Windy	7422

Length

Max length	10
Median length	6
Mean length	5.8290562
Min length	3

Characters and Unicode

Total characters	262121
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Fog
2nd row	Stormy
3rd row	Sandstorms
4th row	Sandstorms
5th row	Fog

Common Values

Value	Count	Frequency (%)
Fog	7653	16.8%
Stormy	7584	16.6%
Cloudy	7533	16.5%
Sandstorms	7494	16.4%
Windy	7422	16.3%
Sunny	7282	16.0%
(Missing)	616	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
fog	7653	17.0%
stormy	7584	16.9%
cloudy	7533	16.8%
sandstorms	7494	16.7%
windy	7422	16.5%
sunny	7282	16.2%

Most occurring characters

Value	Count	Frequency (%)
o	30264	11.5%
y	29821	11.4%
n	29480	11.2%
d	22449	8.6%
S	22360	8.5%
t	15078	5.8%
r	15078	5.8%
m	15078	5.8%
s	14988	5.7%
u	14815	5.7%
Other values (7)	52710	20.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	217153	82.8%
Uppercase Letter	44968	17.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	30264	13.9%
y	29821	13.7%
n	29480	13.6%
d	22449	10.3%
t	15078	6.9%
r	15078	6.9%
m	15078	6.9%
s	14988	6.9%
u	14815	6.8%
g	7653	3.5%
Other values (3)	22449	10.3%

Uppercase Letter

Value	Count	Frequency (%)
S	22360	49.7%
F	7653	17.0%
C	7533	16.8%
W	7422	16.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	262121	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	30264	11.5%
y	29821	11.4%
n	29480	11.2%
d	22449	8.6%
S	22360	8.5%
t	15078	5.8%
r	15078	5.8%
m	15078	5.8%
s	14988	5.7%
u	14815	5.7%
Other values (7)	52710	20.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	262121	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	30264	11.5%
y	29821	11.4%
n	29480	11.2%
d	22449	8.6%
S	22360	8.5%
t	15078	5.8%
r	15078	5.8%
m	15078	5.8%
s	14988	5.7%
u	14815	5.7%
Other values (7)	52710	20.1%

Road_traffic_density
Categorical

Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	601
Missing (%)	1.3%
Memory size	2.6 MiB

Low	15476
Jam	14139
Medium	10945
High	4423

Length

Max length	6
Median length	3
Mean length	3.8282685
Min length	3

Characters and Unicode

Total characters	172207
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Jam
2nd row	High
3rd row	Medium
4th row	Low
5th row	Jam

Common Values

Value	Count	Frequency (%)
Low	15476	34.0%
Jam	14139	31.0%
Medium	10945	24.0%
High	4423	9.7%
(Missing)	601	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
low	15476	34.4%
jam	14139	31.4%
medium	10945	24.3%
high	4423	9.8%

Most occurring characters

Value	Count	Frequency (%)
m	25084	14.6%
L	15476	9.0%
o	15476	9.0%
w	15476	9.0%
i	15368	8.9%
J	14139	8.2%
a	14139	8.2%
M	10945	6.4%
e	10945	6.4%
d	10945	6.4%
Other values (4)	24214	14.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	127224	73.9%
Uppercase Letter	44983	26.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
m	25084	19.7%
o	15476	12.2%
w	15476	12.2%
i	15368	12.1%
a	14139	11.1%
e	10945	8.6%
d	10945	8.6%
u	10945	8.6%
g	4423	3.5%
h	4423	3.5%

Uppercase Letter

Value	Count	Frequency (%)
L	15476	34.4%
J	14139	31.4%
M	10945	24.3%
H	4423	9.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	172207	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
m	25084	14.6%
L	15476	9.0%
o	15476	9.0%
w	15476	9.0%
i	15368	8.9%
J	14139	8.2%
a	14139	8.2%
M	10945	6.4%
e	10945	6.4%
d	10945	6.4%
Other values (4)	24214	14.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	172207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
m	25084	14.6%
L	15476	9.0%
o	15476	9.0%
w	15476	9.0%
i	15368	8.9%
J	14139	8.2%
a	14139	8.2%
M	10945	6.4%
e	10945	6.4%
d	10945	6.4%
Other values (4)	24214	14.1%

Vehicle_condition
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.5 MiB

2	15031
1	15028
0	15005
3	520

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	45584
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
2	15031	33.0%
1	15028	33.0%
0	15005	32.9%
3	520	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	15031	33.0%
1	15028	33.0%
0	15005	32.9%
3	520	1.1%

Most occurring characters

Value	Count	Frequency (%)
2	15031	33.0%
1	15028	33.0%
0	15005	32.9%
3	520	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	45584	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	15031	33.0%
1	15028	33.0%
0	15005	32.9%
3	520	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	45584	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	15031	33.0%
1	15028	33.0%
0	15005	32.9%
3	520	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45584	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	15031	33.0%
1	15028	33.0%
0	15005	32.9%
3	520	1.1%

Type_of_order
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.7 MiB

Snack	11530
Meal	11456
Drinks	11321
Buffet	11277

Length

Max length	6
Median length	5
Mean length	5.2444279
Min length	4

Characters and Unicode

Total characters	239062
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Snack
2nd row	Meal
3rd row	Drinks
4th row	Buffet
5th row	Snack

Common Values

Value	Count	Frequency (%)
Snack	11530	25.3%
Meal	11456	25.1%
Drinks	11321	24.8%
Buffet	11277	24.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
snack	11530	25.3%
meal	11456	25.1%
drinks	11321	24.8%
buffet	11277	24.7%

Most occurring characters

Value	Count	Frequency (%)
a	22986	9.6%
n	22851	9.6%
k	22851	9.6%
e	22733	9.5%
f	22554	9.4%
S	11530	4.8%
c	11530	4.8%
M	11456	4.8%
l	11456	4.8%
D	11321	4.7%
Other values (6)	67794	28.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	193478	80.9%
Uppercase Letter	45584	19.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	22986	11.9%
n	22851	11.8%
k	22851	11.8%
e	22733	11.7%
f	22554	11.7%
c	11530	6.0%
l	11456	5.9%
r	11321	5.9%
i	11321	5.9%
s	11321	5.9%
Other values (2)	22554	11.7%

Uppercase Letter

Value	Count	Frequency (%)
S	11530	25.3%
M	11456	25.1%
D	11321	24.8%
B	11277	24.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	239062	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	22986	9.6%
n	22851	9.6%
k	22851	9.6%
e	22733	9.5%
f	22554	9.4%
S	11530	4.8%
c	11530	4.8%
M	11456	4.8%
l	11456	4.8%
D	11321	4.7%
Other values (6)	67794	28.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	239062	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	22986	9.6%
n	22851	9.6%
k	22851	9.6%
e	22733	9.5%
f	22554	9.4%
S	11530	4.8%
c	11530	4.8%
M	11456	4.8%
l	11456	4.8%
D	11321	4.7%
Other values (6)	67794	28.4%

Type_of_vehicle
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

motorcycle	26429
scooter	15273
electric_scooter	3814
bicycle	68

Length

Max length	16
Median length	10
Mean length	9.4923877
Min length	7

Characters and Unicode

Total characters	432701
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	motorcycle
2nd row	motorcycle
3rd row	scooter
4th row	motorcycle
5th row	scooter

Common Values

Value	Count	Frequency (%)
motorcycle	26429	58.0%
scooter	15273	33.5%
electric_scooter	3814	8.4%
bicycle	68	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
motorcycle	26429	58.0%
scooter	15273	33.5%
electric_scooter	3814	8.4%
bicycle	68	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	91032	21.0%
c	79709	18.4%
e	53212	12.3%
t	49330	11.4%
r	49330	11.4%
l	30311	7.0%
y	26497	6.1%
m	26429	6.1%
s	19087	4.4%
i	3882	0.9%
Other values (2)	3882	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	428887	99.1%
Connector Punctuation	3814	0.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	91032	21.2%
c	79709	18.6%
e	53212	12.4%
t	49330	11.5%
r	49330	11.5%
l	30311	7.1%
y	26497	6.2%
m	26429	6.2%
s	19087	4.5%
i	3882	0.9%

Connector Punctuation

Value	Count	Frequency (%)
_	3814	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	428887	99.1%
Common	3814	0.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	91032	21.2%
c	79709	18.6%
e	53212	12.4%
t	49330	11.5%
r	49330	11.5%
l	30311	7.1%
y	26497	6.2%
m	26429	6.2%
s	19087	4.5%
i	3882	0.9%

Common

Value	Count	Frequency (%)
_	3814	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	432701	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	91032	21.0%
c	79709	18.4%
e	53212	12.3%
t	49330	11.4%
r	49330	11.4%
l	30311	7.0%
y	26497	6.1%
m	26429	6.1%
s	19087	4.4%
i	3882	0.9%
Other values (2)	3882	0.9%

multiple_deliveries
Categorical

Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	993
Missing (%)	2.2%
Memory size	2.6 MiB

1.0	28151
0.0	14094
2.0	1985
3.0	361

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	133773
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3.0
2nd row	1.0
3rd row	1.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	28151	61.8%
0.0	14094	30.9%
2.0	1985	4.4%
3.0	361	0.8%
(Missing)	993	2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	28151	63.1%
0.0	14094	31.6%
2.0	1985	4.5%
3.0	361	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	58685	43.9%
.	44591	33.3%
1	28151	21.0%
2	1985	1.5%
3	361	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	89182	66.7%
Other Punctuation	44591	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	58685	65.8%
1	28151	31.6%
2	1985	2.2%
3	361	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	44591	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133773	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	58685	43.9%
.	44591	33.3%
1	28151	21.0%
2	1985	1.5%
3	361	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133773	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	58685	43.9%
.	44591	33.3%
1	28151	21.0%
2	1985	1.5%
3	361	0.3%

Festival
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	228
Missing (%)	0.5%
Memory size	89.2 KiB

False	44460
True	896
(Missing)	228

Value	Count	Frequency (%)
False	44460	97.5%
True	896	2.0%
(Missing)	228	0.5%

City
Categorical

Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	1200
Missing (%)	2.6%
Memory size	3.0 MiB

Metropolitian	34087
Urban	10133
Semi-Urban	164

Length

Max length	13
Median length	13
Mean length	11.162491
Min length	5

Characters and Unicode

Total characters	495436
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Metropolitian
2nd row	Metropolitian
3rd row	Metropolitian
4th row	Metropolitian
5th row	Metropolitian

Common Values

Value	Count	Frequency (%)
Metropolitian	34087	74.8%
Urban	10133	22.2%
Semi-Urban	164	0.4%
(Missing)	1200	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
metropolitian	34087	76.8%
urban	10133	22.8%
semi-urban	164	0.4%

Most occurring characters

Value	Count	Frequency (%)
i	68338	13.8%
t	68174	13.8%
o	68174	13.8%
r	44384	9.0%
a	44384	9.0%
n	44384	9.0%
e	34251	6.9%
M	34087	6.9%
p	34087	6.9%
l	34087	6.9%
Other values (5)	21086	4.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	450724	91.0%
Uppercase Letter	44548	9.0%
Dash Punctuation	164	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	68338	15.2%
t	68174	15.1%
o	68174	15.1%
r	44384	9.8%
a	44384	9.8%
n	44384	9.8%
e	34251	7.6%
p	34087	7.6%
l	34087	7.6%
b	10297	2.3%

Uppercase Letter

Value	Count	Frequency (%)
M	34087	76.5%
U	10297	23.1%
S	164	0.4%

Dash Punctuation

Value	Count	Frequency (%)
-	164	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	495272	> 99.9%
Common	164	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	68338	13.8%
t	68174	13.8%
o	68174	13.8%
r	44384	9.0%
a	44384	9.0%
n	44384	9.0%
e	34251	6.9%
M	34087	6.9%
p	34087	6.9%
l	34087	6.9%
Other values (4)	20922	4.2%

Common

Value	Count	Frequency (%)
-	164	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	495436	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	68338	13.8%
t	68174	13.8%
o	68174	13.8%
r	44384	9.0%
a	44384	9.0%
n	44384	9.0%
e	34251	6.9%
M	34087	6.9%
p	34087	6.9%
l	34087	6.9%
Other values (5)	21086	4.3%

Time_taken (min)
Real number (ℝ)

Distinct	45
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.293963

Minimum	10
Maximum	54
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	356.3 KiB

Quantile statistics

Minimum	10
5-th percentile	13
Q1	19
median	26
Q3	32
95-th percentile	44
Maximum	54
Range	44
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.3842977
Coefficient of variation (CV)	0.35689933
Kurtosis	-0.31081839
Mean	26.293963
Median Absolute Deviation (MAD)	7
Skewness	0.48608612
Sum	1198584
Variance	88.065044
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
26	2121	4.7%
25	2050	4.5%
27	1976	4.3%
28	1965	4.3%
29	1956	4.3%
19	1824	4.0%
15	1810	4.0%
18	1765	3.9%
16	1706	3.7%
17	1696	3.7%
Other values (35)	26715	58.6%

Value	Count	Frequency (%)
10	750	1.6%
11	757	1.7%
12	746	1.6%
13	716	1.6%
14	739	1.6%
15	1810	4.0%
16	1706	3.7%
17	1696	3.7%
18	1765	3.9%
19	1824	4.0%

Value	Count	Frequency (%)
54	91	0.2%
53	100	0.2%
52	79	0.2%
51	94	0.2%
50	72	0.2%
49	280	0.6%
48	277	0.6%
47	295	0.6%
46	274	0.6%
45	241	0.5%

distance (km)
Real number (ℝ)

Distinct	684
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.321338

Minimum	1.47
Maximum	19692.67
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	356.3 KiB

Quantile statistics

Minimum	1.47
5-th percentile	1.54
Q1	4.66
median	9.26
Q3	13.76
95-th percentile	20.18
Maximum	19692.67
Range	19691.2
Interquartile range (IQR)	9.1

Descriptive statistics

Standard deviation	1099.8392
Coefficient of variation (CV)	11.073544
Kurtosis	220.09134
Mean	99.321338
Median Absolute Deviation (MAD)	4.54
Skewness	14.458805
Sum	4527463.9
Variance	1209646.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.66	852	1.9%
1.55	846	1.9%
1.51	785	1.7%
1.53	628	1.4%
3.11	596	1.3%
6.21	581	1.3%
3.06	580	1.3%
12.42	578	1.3%
7.76	575	1.3%
20.18	568	1.2%
Other values (674)	38995	85.5%

Value	Count	Frequency (%)
1.47	101	0.2%
1.49	386	0.8%
1.5	44	0.1%
1.51	785	1.7%
1.52	273	0.6%
1.53	628	1.4%
1.54	337	0.7%
1.55	846	1.9%
1.56	346	0.8%
1.57	327	0.7%

Value	Count	Frequency (%)
19692.67	1	< 0.1%
19688	1	< 0.1%
19683.69	1	< 0.1%
19677.18	1	< 0.1%
19070.41	1	< 0.1%
19070.34	1	< 0.1%
19069.16	1	< 0.1%
19068.25	1	< 0.1%
19067.13	1	< 0.1%
19066.15	1	< 0.1%

Interactions

Correlations

	City	Delivery_location_latitude	Delivery_location_longitude	Delivery_person_Age	Delivery_person_Ratings	Festival	Order_Date	Restaurant_latitude	Restaurant_longitude	Road_traffic_density	Time_taken (min)	Type_of_order	Type_of_vehicle	Vehicle_condition	Weather_conditions	distance (km)	multiple_deliveries
City	1.000	0.001	0.001	0.062	0.049	0.105	0.052	0.000	0.004	0.075	0.278	0.007	0.036	0.063	0.037	0.000	0.130
Delivery_location_latitude	0.001	1.000	0.122	0.004	-0.010	0.000	0.181	0.973	0.116	0.018	0.030	0.000	0.011	0.000	0.000	0.005	0.009
Delivery_location_longitude	0.001	0.122	1.000	0.008	-0.008	0.000	0.138	0.111	0.988	0.001	0.028	0.000	0.009	0.000	0.000	0.060	0.004
Delivery_person_Age	0.062	0.004	0.008	1.000	-0.096	0.069	0.000	0.003	0.006	0.000	0.312	0.008	0.243	0.577	0.007	-0.001	0.079
Delivery_person_Ratings	0.049	-0.010	-0.008	-0.096	1.000	0.068	0.053	-0.007	-0.004	0.078	-0.294	0.000	0.247	0.582	0.082	-0.067	0.091
Festival	0.105	0.000	0.000	0.069	0.068	1.000	0.109	0.001	0.008	0.126	0.425	0.000	0.056	0.100	0.070	0.007	0.208
Order_Date	0.052	0.181	0.138	0.000	0.053	0.109	1.000	0.139	0.099	0.213	0.124	0.000	0.012	0.007	0.006	0.040	0.098
Restaurant_latitude	0.000	0.973	0.111	0.003	-0.007	0.001	0.139	1.000	0.122	0.006	0.015	0.000	0.065	0.164	0.000	-0.082	0.011
Restaurant_longitude	0.004	0.116	0.988	0.006	-0.004	0.008	0.099	0.122	1.000	0.002	0.008	0.000	0.109	0.251	0.000	-0.016	0.000
Road_traffic_density	0.075	0.018	0.001	0.000	0.078	0.126	0.213	0.006	0.002	1.000	0.265	0.000	0.000	0.006	0.000	0.000	0.109
Time_taken (min)	0.278	0.030	0.028	0.312	-0.294	0.425	0.124	0.015	0.008	0.265	1.000	0.000	0.105	0.182	0.139	0.314	0.337
Type_of_order	0.007	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.003	0.002	0.000	0.007
Type_of_vehicle	0.036	0.011	0.009	0.243	0.247	0.056	0.012	0.065	0.109	0.000	0.105	0.000	1.000	0.457	0.000	0.090	0.047
Vehicle_condition	0.063	0.000	0.000	0.577	0.582	0.100	0.007	0.164	0.251	0.006	0.182	0.003	0.457	1.000	0.000	0.209	0.075
Weather_conditions	0.037	0.000	0.000	0.007	0.082	0.070	0.006	0.000	0.000	0.000	0.139	0.002	0.000	0.000	1.000	0.000	0.068
distance (km)	0.000	0.005	0.060	-0.001	-0.067	0.007	0.040	-0.082	-0.016	0.000	0.314	0.000	0.090	0.209	0.000	1.000	0.000
multiple_deliveries	0.130	0.009	0.004	0.079	0.091	0.208	0.098	0.011	0.000	0.109	0.337	0.007	0.047	0.075	0.068	0.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	ID	Delivery_person_ID	Delivery_person_Age	Delivery_person_Ratings	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	Order_Date	Time_Orderd	Time_Order_picked	Weather_conditions	Road_traffic_density	Vehicle_condition	Type_of_order	Type_of_vehicle	multiple_deliveries	Festival	City	Time_taken (min)	distance (km)
0	0xcdcd	DEHRES17DEL01	36.0	4.2	30.327968	78.046106	30.397968	78.116106	12-02-2022	21:55	22:10	Fog	Jam	2	Snack	motorcycle	3.0	No	Metropolitian	46	10.28
1	0xd987	KOCRES16DEL01	21.0	4.7	10.003064	76.307589	10.043064	76.347589	13-02-2022	14:55	15:05	Stormy	High	1	Meal	motorcycle	1.0	No	Metropolitian	23	6.24
2	0x2784	PUNERES13DEL03	23.0	4.7	18.562450	73.916619	18.652450	74.006619	04-03-2022	17:30	17:40	Sandstorms	Medium	1	Drinks	scooter	1.0	No	Metropolitian	21	13.79
3	0xc8b6	LUDHRES15DEL02	34.0	4.3	30.899584	75.809346	30.919584	75.829346	13-02-2022	9:20	9:30	Sandstorms	Low	0	Buffet	motorcycle	0.0	No	Metropolitian	20	2.93
4	0xdb64	KNPRES14DEL02	24.0	4.7	26.463504	80.372929	26.593504	80.502929	14-02-2022	19:50	20:05	Fog	Jam	1	Snack	scooter	1.0	No	Metropolitian	41	19.40
5	0x3af3	MUMRES15DEL03	29.0	4.5	19.176269	72.836721	19.266269	72.926721	02-04-2022	20:25	20:35	Sandstorms	Jam	2	Buffet	electric_scooter	1.0	No	Metropolitian	20	13.76
6	0x3aab	MYSRES01DEL01	35.0	4.0	12.311072	76.654878	12.351072	76.694878	01-03-2022	14:55	15:10	Windy	High	1	Meal	scooter	1.0	No	Metropolitian	33	6.22
7	0x689b	PUNERES20DEL01	33.0	4.2	18.592718	73.773572	18.702718	73.883572	16-03-2022	20:30	20:40	Sandstorms	Jam	2	Snack	motorcycle	1.0	No	Metropolitian	40	16.85
8	0x6f67	HYDRES14DEL01	34.0	4.9	17.426228	78.407495	17.496228	78.477495	20-03-2022	20:40	20:50	Cloudy	Jam	0	Snack	motorcycle	NaN	No	Metropolitian	41	10.76
9	0xc9cf	KOLRES15DEL03	21.0	4.7	22.552672	88.352885	22.582672	88.382885	15-02-2022	21:15	21:30	Windy	Jam	0	Meal	motorcycle	1.0	No	Urban	15	4.54

	ID	Delivery_person_ID	Delivery_person_Age	Delivery_person_Ratings	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	Order_Date	Time_Orderd	Time_Order_picked	Weather_conditions	Road_traffic_density	Vehicle_condition	Type_of_order	Type_of_vehicle	multiple_deliveries	Festival	City	Time_taken (min)	distance (km)
45574	0x5193	MYSRES13DEL02	36.0	4.8	12.310972	76.659264	12.440972	76.789264	18-03-2022	21:10	21:20	Sunny	Jam	2	Drinks	electric_scooter	1.0	No	Urban	29	20.21
45575	0xa333	CHENRES08DEL02	37.0	4.8	13.022394	80.242439	13.042394	80.262439	05-04-2022	9:35	9:50	Sandstorms	Low	2	Drinks	electric_scooter	0.0	No	Metropolitian	20	3.10
45576	0xc9ab	KNPRES03DEL01	30.0	4.2	26.469003	80.316344	26.539003	80.386344	14-02-2022	18:10	18:25	Cloudy	Medium	1	Snack	motorcycle	2.0	Yes	Metropolitian	42	10.45
45577	0x4e21	BANGRES16DEL03	28.0	4.9	13.029198	77.570997	13.059198	77.600997	30-03-2022	21:55	0.916666667	Sandstorms	Jam	1	Meal	scooter	1.0	No	Metropolitian	29	4.66
45578	0x1178	RANCHIRES16DEL01	35.0	4.2	23.371292	85.327872	23.481292	85.437872	08-03-2022	21:45	21:55	Windy	Jam	2	Drinks	motorcycle	1.0	No	Metropolitian	33	16.60
45579	0x7c09	JAPRES04DEL01	30.0	4.8	26.902328	75.794257	26.912328	75.804257	24-03-2022	11:35	11:45	Windy	High	1	Meal	motorcycle	0.0	No	Metropolitian	32	1.49
45580	0xd641	AGRRES16DEL01	21.0	4.6	0.000000	0.000000	0.070000	0.070000	16-02-2022	19:55	20:10	Windy	Jam	0	Buffet	motorcycle	1.0	No	Metropolitian	36	11.01
45581	0x4f8d	CHENRES08DEL03	30.0	4.9	13.022394	80.242439	13.052394	80.272439	11-03-2022	23:50	24:05:00	Cloudy	Low	1	Drinks	scooter	0.0	No	Metropolitian	16	4.66
45582	0x5eee	COIMBRES11DEL01	20.0	4.7	11.001753	76.986241	11.041753	77.026241	07-03-2022	13:35	13:40	Cloudy	High	0	Snack	motorcycle	1.0	No	Metropolitian	26	6.23
45583	0x5fb2	RANCHIRES09DEL02	23.0	4.9	23.351058	85.325731	23.431058	85.405731	02-03-2022	17:10	17:15	Fog	Medium	2	Snack	scooter	1.0	No	Metropolitian	36	12.07

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories